Period
to 20 September 2018

The following table provides summary statistics for contract job vacancies advertised in Cambridgeshire with a requirement for Hadoop skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Hadoop over the 6 months to 20 September 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Apache Hadoop
East of England > Cambridgeshire
6 months to
20 Sep 2018
Same period 2017 Same period 2016
Rank 58 78 71
Rank change year-on-year +20 -7 +1
Contract jobs citing Hadoop 24 10 16
As % of all contract IT jobs advertised in Cambridgeshire 2.02% 0.79% 1.42%
As % of the Database & Business Intelligence category 14.04% 5.56% 5.63%
Number of daily rates quoted 10 7 9
Cambridgeshire median daily rate £519 £425 £480
Median daily rate % change year-on-year +22.06% -11.46% +6.67%
East of England median daily rate £488 £475 £350
% change year-on-year +2.63% +35.71% -22.22%
Number of hourly rates quoted 0 1 0
Cambridgeshire median hourly rate - £17.50 -
East of England median hourly rate - £17.50 £45.75
% change year-on-year - -61.75% -8.50%

Hadoop is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Cambridgeshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Cambridgeshire
Contract vacancies with a requirement for database or business intelligence skills 171 180 284
As % of all contract IT jobs advertised in Cambridgeshire 14.39% 14.26% 25.20%
Number of daily rates quoted 94 100 163
Cambridgeshire median daily rate £425 £350 £400
Median daily rate % change year-on-year +21.43% -12.50% +12.68%
10th Percentile £281 £275 £233
90th Percentile £585 £494 £488
East of England median daily rate £425 £400 £386
% change year-on-year +6.25% +3.56% +3.00%
Number of hourly rates quoted 5 5 2
Cambridgeshire median hourly rate £17.38 £17.50 £28.75
Median hourly rate % change year-on-year -0.71% -39.13% +25.00%
10th Percentile £13.70 £13.41 £17.63
90th Percentile £21.63 £38.75 £40.88
East of England median hourly rate £23.50 £30.75 £35.43
% change year-on-year -23.58% -13.21% -2.93%

Hadoop
Job Vacancy Trend in Cambridgeshire

Job postings citing Hadoop as a percentage of all IT jobs advertised in Cambridgeshire.

Job vacancy trend for Hadoop in Cambridgeshire

Hadoop
Contractor Daily Rate Trend in Cambridgeshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Hadoop in Cambridgeshire.

Contractor daily rate trend for Hadoop in Cambridgeshire

Hadoop
Contract Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Hadoop within the Cambridgeshire region over the 6 months to 20 September 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge +10 19 £550 +12.82% 8
Hadoop
East of England

For the 6 months to 20 September 2018, IT contractor jobs citing Hadoop also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Cambridgeshire region with a requirement for Hadoop.

1 20 (83.33%) Amazon AWS
2 19 (79.17%) MySQL
3 14 (58.33%) Python
4 13 (54.17%) JavaScript
4 13 (54.17%) Perl
4 13 (54.17%) PostgreSQL
5 12 (50.00%) Apache
5 12 (50.00%) Puppet
5 12 (50.00%) OpenStack
5 12 (50.00%) Jenkins
5 12 (50.00%) Vagrant
5 12 (50.00%) Docker
5 12 (50.00%) Kubernetes
5 12 (50.00%) Terraform
6 11 (45.83%) LEMP Stack
6 11 (45.83%) LAPP Stack
6 11 (45.83%) DevOps
6 11 (45.83%) Salt
6 11 (45.83%) Opscode Chef
6 11 (45.83%) Ansible
6 11 (45.83%) MongoDB
6 11 (45.83%) Bash Shell
6 11 (45.83%) CentOS
6 11 (45.83%) ZABBIX
6 11 (45.83%) nginx
6 11 (45.83%) NetApp
6 11 (45.83%) DNS
6 11 (45.83%) Linux
6 11 (45.83%) VMware
6 11 (45.83%) LAMP

Hadoop
Co-occurring IT Skills in Cambridgeshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 12 (50.00%) Apache
1 12 (50.00%) OpenStack
2 11 (45.83%) nginx
3 6 (25.00%) Apache Spark
4 2 (8.33%) Elasticsearch
4 2 (8.33%) SAS
5 1 (4.17%) Apache Solr
5 1 (4.17%) Oracle SOA Suite
5 1 (4.17%) SharePoint
Applications
1 1 (4.17%) SPSS
Business Applications
1 1 (4.17%) Oracle BPM
1 1 (4.17%) SAP MDG
1 1 (4.17%) SAP MDM
Cloud Services
1 20 (83.33%) Amazon AWS
2 6 (25.00%) Amazon EMR
3 5 (20.83%) Amazon S3
4 2 (8.33%) Amazon Kinesis
5 1 (4.17%) GitHub
Communications & Networking
1 11 (45.83%) DNS
1 11 (45.83%) Firewall
2 8 (33.33%) Unicast
3 1 (4.17%) SSL
Database & Business Intelligence
1 19 (79.17%) MySQL
2 13 (54.17%) PostgreSQL
3 11 (45.83%) MongoDB
4 9 (37.50%) Apache Hive
5 8 (33.33%) Amazon Aurora
5 8 (33.33%) Amazon Redshift
6 7 (29.17%) NoSQL
7 5 (20.83%) Big Data
8 3 (12.50%) Spotfire
9 2 (8.33%) Amazon Athena
9 2 (8.33%) Apache Cassandra
9 2 (8.33%) Data Lake
9 2 (8.33%) Data Warehouse
9 2 (8.33%) Qlik Sense
10 1 (4.17%) Flink
10 1 (4.17%) HBase
10 1 (4.17%) Impala
10 1 (4.17%) Oracle BI EE
10 1 (4.17%) SAP HANA
10 1 (4.17%) Scylla
Development Applications
1 12 (50.00%) Jenkins
1 12 (50.00%) Vagrant
2 2 (8.33%) GitLab
3 1 (4.17%) Atlassian Bamboo
3 1 (4.17%) Git (software)
3 1 (4.17%) Oracle APEX
3 1 (4.17%) TeamCity
General
1 6 (25.00%) Finance
2 5 (20.83%) Telecoms
3 3 (12.50%) Pharmaceutical
4 2 (8.33%) Publishing
5 1 (4.17%) Manufacturing
Job Titles
1 10 (41.67%) DevOps Engineer
2 7 (29.17%) Data Engineer
3 5 (20.83%) Senior DevOps
3 5 (20.83%) Senior DevOps Engineer
4 4 (16.67%) Data Analytics Engineer
5 3 (12.50%) Architect
6 2 (8.33%) AWS Architect
6 2 (8.33%) AWS Engineer
6 2 (8.33%) Linux DevOps Engineer
6 2 (8.33%) Linux Engineer
6 2 (8.33%) Linux/Unix DevOps
6 2 (8.33%) Python Engineer
6 2 (8.33%) Ruby Engineer
6 2 (8.33%) Senior Data Engineer
7 1 (4.17%) Computer Vision Scientist
7 1 (4.17%) Data Architect
7 1 (4.17%) Developer
7 1 (4.17%) Information Architect
7 1 (4.17%) IT Engineer
7 1 (4.17%) Software Engineer
Libraries, Frameworks & Software Standards
1 11 (45.83%) LAMP
1 11 (45.83%) LAPP Stack
1 11 (45.83%) LEMP Stack
2 4 (16.67%) Web Services
3 2 (8.33%) Apache Camel
3 2 (8.33%) REST
3 2 (8.33%) SOAP
4 1 (4.17%) Akka
4 1 (4.17%) AngularJS
4 1 (4.17%) Django
4 1 (4.17%) Flask
4 1 (4.17%) Kafka
4 1 (4.17%) React
4 1 (4.17%) TensorFlow
4 1 (4.17%) XML
Miscellaneous
1 11 (45.83%) PKI
2 5 (20.83%) Computer Science
3 3 (12.50%) Analytical Skills
4 1 (4.17%) Mobile App
4 1 (4.17%) Taxonomies
Operating Systems
1 11 (45.83%) CentOS
1 11 (45.83%) Linux
2 2 (8.33%) Unix
3 1 (4.17%) VMS
Processes & Methodologies
1 11 (45.83%) DevOps
2 10 (41.67%) Analytics
3 8 (33.33%) Visualisation
4 6 (25.00%) Agile Software Development
5 5 (20.83%) ETL
5 5 (20.83%) Information Architecture
6 4 (16.67%) Business Intelligence
6 4 (16.67%) Data Analytics
6 4 (16.67%) Data Science
6 4 (16.67%) MapReduce
7 3 (12.50%) Waterfall
8 2 (8.33%) Data Engineering
8 2 (8.33%) Data Modelling
8 2 (8.33%) Master Data Management
8 2 (8.33%) Scrum
8 2 (8.33%) Software Engineering
9 1 (4.17%) Computer Vision
9 1 (4.17%) Data Lineage
9 1 (4.17%) Kalman Filter
9 1 (4.17%) System Integration Testing
Programming Languages
1 14 (58.33%) Python
2 13 (54.17%) JavaScript
2 13 (54.17%) Perl
3 11 (45.83%) Bash Shell
3 11 (45.83%) Ruby
4 3 (12.50%) Java
5 2 (8.33%) Scala
5 2 (8.33%) SQL
6 1 (4.17%) C#
6 1 (4.17%) Go
6 1 (4.17%) PL/SQL
6 1 (4.17%) R
Qualifications
1 1 (4.17%) Computer Science Degree
1 1 (4.17%) Degree
1 1 (4.17%) PhD
Quality Assurance & Compliance
1 3 (12.50%) Data Quality
System Software
1 12 (50.00%) Docker
2 8 (33.33%) VMware Infrastructure
3 1 (4.17%) Apache Flume
Systems Management
1 12 (50.00%) Kubernetes
1 12 (50.00%) Puppet
1 12 (50.00%) Terraform
2 11 (45.83%) Ansible
2 11 (45.83%) Nagios
2 11 (45.83%) Opscode Chef
2 11 (45.83%) Salt
2 11 (45.83%) ZABBIX
3 1 (4.17%) Mesos
Vendors
1 11 (45.83%) CheckPoint
1 11 (45.83%) NetApp
1 11 (45.83%) Red Hat
1 11 (45.83%) VMware
2 8 (33.33%) MicroStrategy
3 4 (16.67%) Talend
4 3 (12.50%) Tableau
5 2 (8.33%) Hortonworks
6 1 (4.17%) Cisco
6 1 (4.17%) Cloudera
6 1 (4.17%) Hyperion
6 1 (4.17%) IBM
6 1 (4.17%) Informatica
6 1 (4.17%) MapR
6 1 (4.17%) Nokia
6 1 (4.17%) Oracle
6 1 (4.17%) SAP